2 papers
cs.AI2026
AGCD: Agent-Guided Cross-Modal Decoding for Weather Forecasting
Jing Wu, Yang Liu, Lin Zhang +13
Accurate weather forecasting is more than grid-wise regression: it must preserve coherent synoptic structures and physical consistency of meteorological fields, especially under au…
cs.LG2025
Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction
Jiaqi Zheng, Qing Ling, Yerong Feng
Although deep learning models have demonstrated remarkable potential in weather prediction, most of them overlook either the \textbf{physics} of the underlying weather evolution or…